---
tags:
- custom_code
---
# how to create custom architectures
you can read this [blogpost](https://huggingface.co/blog/not-lain/custom-architectures-with-huggingface) to find out more 📖

# How to use
you can the model via the command
```python
from transformers import AutoModelForImageClassification
model = AutoModelForImageClassification.from_pretrained("not-lain/MyRepo", trust_remote_code=True)
```
or you can use the pipeline
```python
from transformers import pipeline
pipe = pipeline(model="not-lain/MyRepo", trust_remote_code=True)
pipe(
    "url",
    download=True, # will call the download_img method
    clean_output=False # will be passed as postprocess_kwargs
  )
```
# parameters
the pipeline supports the following parameters :
* download
* clean_output

you can also use the following method to download images from the web
```python
pipe.download_img(url)
```